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@ishacusp
ishacusp / text-classification-via-siamese-network-architecture-using-lstm-encoders.ipynb
Last active October 30, 2023 19:03
Git Commits Classification via Siamese Network architecture using LSTM encoders.ipynb
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@ishacusp
ishacusp / siamesenetwork_training.ipynb
Last active March 19, 2023 23:59
siamesenetwork_training
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// Start the MongoDB Container
docker run --name mongo -d mongo
docker exec -i mongo sh -c 'mongoimport -d oreilly -c students --drop --type json' < students.json
// Check that Mongodb adds a projection on non-used fields
db.students.explain("executionStats").aggregate( [
{ $group: { _id: "$grade", frequency: { $sum: 1 } } },
{ $match: { "frequency": { $gt : 10 } } }

MongoDB Cheat Sheet

Show All Databases

show dbs

Show Current Database

@jeffreyscarpenter
jeffreyscarpenter / cqlsh_intro.cql
Last active May 1, 2024 03:06
Introduction to CQL / cqlsh
#
# cqlsh_intro.cql
#
# Copyright (C) 2017 Jeff Carpenter
# Execute the commands in this file for a short guided tour of the CQL Shell (cqlsh)
#
# For more description, see Cassandra, The Definitive Guide 2nd Ed., Chapter 3: Installing
# http://shop.oreilly.com/product/0636920043041.do
#
@looselytyped
looselytyped / WebAppsWithVue.md
Created June 12, 2019 13:27
Web Apps with Vue.js

Web Apps with Vue

FriendsHq

NOTES

  • This requires a project created by the Vue CLI
  • I have this project — It is webpack based
  • Vue CLI works in tandem with package.json and NPM/Yarn, as well as the vue-cli-service to make its magic happen
@mattharrison
mattharrison / Pytest Intro Assignments.rst
Last active October 25, 2021 18:57
O'Reilly Pytest Class

Pytest Introduction

Copyright 2019 - Matt Harrison

@__mharrison__

@bsletten
bsletten / ml-recs.md
Last active January 24, 2024 19:28
Machine Learning Path Recommendations

This is an incomplete, ever-changing curated list of content to assist people into the worlds of Data Science and Machine Learning. If you have a recommendation for something to add, please let me know. If something isn't here, it doesn't mean I don't recommend it, I just may not have had a chance to review it yet or not.

I will generally list things in order of easier to more formal/challenging content.

It may feel like there is an overwhelming amount of stuff for you to learn (because there is). But, there is a guided path that will get you there in time. You need to focus on Linear Algebra, Calculus, Statistics and probably Python (or R). Your best bet is to get a Safari Books Online account (https://www.safaribooksonline.com) which you may already have access to through school or work. If not, it is a reasonable way to get access to a tremendous number of books and videos.

I'm not saying you will get what you need out of everything here, but I have read/watched at least some of all of the following an

@leonardofed
leonardofed / README.md
Last active May 23, 2024 10:29
A curated list of AWS resources to prepare for the AWS Certifications


A curated list of AWS resources to prepare for the AWS Certifications

A curated list of awesome AWS resources you need to prepare for the all 5 AWS Certifications. This gist will include: open source repos, blogs & blogposts, ebooks, PDF, whitepapers, video courses, free lecture, slides, sample test and many other resources.